Regression Models, Methods and Applications

Brand new book regarding (Advanced) Regression Analysis by Springer.

Introduction into parametric, non-parametric and semiparametric regression. Description of Linear Models, Linear Mixed Models, Generalized Linear Models, Genaralized Linear Mixed Models and Semiparametric Regression. 

Presentation of both frequentist and Bayesian approaches to regression

Large number of worked out examples and case studies

Authors : Ludwig Fahrmeir, Thomas Kneib, Stefan Lang, Brian Marx